Logan Kilpatrick (Google Developer Relations Lead) explains Google DeepMind CTO Koray Kavukcuoglu's architecture philosophy for Gemini compared to other AI labs.
“Like we're here to make one model and like that model is Gemini.
And like, I think you do need to just trust this point, like to make the capabilities work in some cases, like you do need to have these forks that like go off and make that capability and harden it and then find a way to bring it back into the mainline model.
But like, we want to make one model and it's the Gemini model and like not have the sort of splintering of all these different capabilities.”
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More from Logan Kilpatrick
PredictionNot checkable as stated
Kilpatrick: Generative UI will be the killer use case for diffusion LLMs
“But I do think that's going to be the killer use case will be like this generative UI experience that doesn't exist today because the models just take too long to generate tokens.”
Logan KilpatrickJun 2, 2025▶ 6:51[AIEWF Preview] Gemini in 2025 and Realtime Voice AI
AssertionNot checkable as stated
Kilpatrick: Gemini's SOTA video performance resulted from reasoning, not video engineering
“With reasoning is a great example of this where like multimodal with video understanding ended up like having this huge, like it's having this beautiful moment.
The model is like soda out of the box because of all the reasoning capabilities that were baked in…”
Logan KilpatrickJun 2, 2025▶ 13:19[AIEWF Preview] Gemini in 2025 and Realtime Voice AI
PredictionNot checkable as stated
Next billions of AI users will onboard via SMS and phone
“I don't think those people are going to come in through, you know, some front end website somewhere. Like those people are going to come in through audio from a telephone to texting to email. Like that's just the most obvious outcome.”
Logan KilpatrickFeb 28, 2025▶ 20:15Gemini 2.0 Flash and Flash Thinking: the new SOTA models for the agentic era
Opinion
Embeddings will not scale for cross-session memory in real-time AI systems
“I don't think that like embeddings are going to be able to scale to, I think they work well for some of this as like kind of the MVP version of the experience, but I think you're going to need a different experience and it's Probably something like really smar…”
Logan KilpatrickFeb 28, 2025▶ 23:41Gemini 2.0 Flash and Flash Thinking: the new SOTA models for the agentic era
Insight
Kilpatrick: Live AI APIs create severe vendor lock-in due to bespoke infra
“I think if you look at a lot of the live API infrastructure right now, like you really do need to commit that you're like gonna, you know, there's, it's not easily interoperable between different model providers. Like everyone's infrastructure is all bespoke a…”
Logan KilpatrickJun 2, 2025▶ 9:16[AIEWF Preview] Gemini in 2025 and Realtime Voice AI
PredictionNot checkable as stated
Kilpatrick: Model-agnostic infrastructure will emerge for real-time live APIs
“I think hopefully there'll be like some level of like similarity and you'll get some model agnostic infrastructure to help make that, you know, make developers feel a little bit easier about being able to move between models potentially.”
Logan KilpatrickJun 2, 2025▶ 9:43[AIEWF Preview] Gemini in 2025 and Realtime Voice AI
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